| Overcoming catastrophic forgetting in neural networks J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ... Proceedings of the national academy of sciences 114 (13), 3521-3526, 2017 | 1702 | 2017 |
| Connectivity reflects coding: a model of voltage-based STDP with homeostasis C Clopath, L Büsing, E Vasilaki, W Gerstner Nature neuroscience 13 (3), 344, 2010 | 527 | 2010 |
| Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks TP Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner Science 334 (6062), 1569-1573, 2011 | 495 | 2011 |
| The emergence of functional microcircuits in visual cortex H Ko, L Cossell, C Baragli, J Antolik, C Clopath, SB Hofer, ... Nature 496 (7443), 96-100, 2013 | 327 | 2013 |
| Firing patterns in the adaptive exponential integrate-and-fire model R Naud, N Marcille, C Clopath, W Gerstner Biological cybernetics 99 (4), 335-347, 2008 | 262 | 2008 |
| A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019 | 155 | 2019 |
| A triplet spike-timing–dependent plasticity model generalizes the Bienenstock–Cooper–Munro rule to higher-order spatiotemporal correlations J Gjorgjieva, C Clopath, J Audet, JP Pfister Proceedings of the National Academy of Sciences 108 (48), 19383-19388, 2011 | 139 | 2011 |
| Tag-trigger-consolidation: a model of early and late long-term-potentiation and depression C Clopath, L Ziegler, E Vasilaki, L Büsing, W Gerstner PLoS Comput Biol 4 (12), e1000248, 2008 | 126 | 2008 |
| Voltage and spike timing interact in STDP–a unified model C Clopath, W Gerstner Frontiers in synaptic neuroscience 2, 25, 2010 | 113 | 2010 |
| Whole-genome sequencing coupled to imputation discovers genetic signals for anthropometric traits I Tachmazidou, D Süveges, JL Min, GRS Ritchie, J Steinberg, K Walter, ... The American Journal of Human Genetics 100 (6), 865-884, 2017 | 109* | 2017 |
| Supervised learning in spiking neural networks with FORCE training W Nicola, C Clopath Nature communications 8 (1), 1-15, 2017 | 90 | 2017 |
| Predicting neuronal activity with simple models of the threshold type: Adaptive exponential integrate-and-fire model with two compartments C Clopath, R Jolivet, A Rauch, HR Lüscher, W Gerstner Neurocomputing 70 (10-12), 1668-1673, 2007 | 68 | 2007 |
| Variance and invariance of neuronal long-term representations C Clopath, T Bonhoeffer, M Hübener, T Rose Philosophical Transactions of the Royal Society B: Biological Sciences 372 …, 2017 | 60 | 2017 |
| Deprivation-Induced Homeostatic Spine Scaling In Vivo Is Localized to Dendritic Branches that Have Undergone Recent Spine Loss SJ Barnes, E Franzoni, RI Jacobsen, F Erdelyi, G Szabo, C Clopath, ... Neuron 96 (4), 871-882. e5, 2017 | 55 | 2017 |
| Synaptic consolidation: an approach to long-term learning C Clopath Cognitive neurodynamics 6 (3), 251-257, 2012 | 55 | 2012 |
| Activity-dependent downscaling of subthreshold synaptic inputs during slow-wave-sleep-like activity in vivo A González-Rueda, V Pedrosa, RC Feord, C Clopath, O Paulsen Neuron 97 (6), 1244-1252. e5, 2018 | 54 | 2018 |
| Sparse synaptic connectivity is required for decorrelation and pattern separation in feedforward networks NA Cayco-Gajic, C Clopath, RA Silver Nature communications 8 (1), 1-11, 2017 | 53 | 2017 |
| Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks PJ Hellyer, B Jachs, C Clopath, R Leech NeuroImage 124, 85-95, 2016 | 49 | 2016 |
| A cerebellar learning model of vestibulo-ocular reflex adaptation in wild-type and mutant mice C Clopath, A Badura, CI De Zeeuw, N Brunel Journal of Neuroscience 34 (21), 7203-7215, 2014 | 41 | 2014 |
| Continual Reinforcement Learning with Complex Synapses C Kaplanis, M Shanahan, C Clopath ICML, 2018 | 39 | 2018 |
Wulfram GERSTNERProfessor of Computer Science, EPFL, Brain Mind Institute, Ecole Polytechnique Federale de LausanneVerified email at epfl.ch
